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Titlebook: Elements of Neurogeometry; Functional Architect Jean Petitot Book 2017 Springer International Publishing AG 2017 Functional architecture.As

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发表于 2025-3-21 19:13:10 | 显示全部楼层 |阅读模式
书目名称Elements of Neurogeometry
副标题Functional Architect
编辑Jean Petitot
视频video
概述Illustrates the fascinating interactions between mathematics and neuroscience.Describes geometrical models of the functional architecture of the visual cortex.Presents a variety of examples.Includes s
丛书名称Lecture Notes in Morphogenesis
图书封面Titlebook: Elements of Neurogeometry; Functional Architect Jean Petitot Book 2017 Springer International Publishing AG 2017 Functional architecture.As
描述.This book describes several mathematical models of the primary visual cortex, referring them to a vast ensemble of experimental data and putting forward an original geometrical model for its functional architecture, that is, the highly specific organization of its neural connections. The book spells out the geometrical algorithms implemented by this functional architecture, or put another way, the “neurogeometry” immanent in visual perception. Focusing on the neural origins of our spatial representations, it demonstrates three things: firstly, the way the visual neurons filter the optical signal is closely related to a wavelet analysis; secondly, the contact structure of the 1-jets of the curves in the plane (the retinal plane here) is implemented by the cortical functional architecture; and lastly, the visual algorithms for integrating contours from what may be rather incomplete sensory data can be modelled by the sub-Riemannian geometry associated with this contact structure.. .As such, it provides readers with the first systematic interpretation of a number of important neurophysiological observations in a well-defined mathematical framework. The book’s neuromathematical explor
出版日期Book 2017
关键词Functional architecture; Association field; Helmholtz equation; Contact structure; Fibre bundle; Gaussian
版次1
doihttps://doi.org/10.1007/978-3-319-65591-8
isbn_softcover978-3-319-88063-1
isbn_ebook978-3-319-65591-8Series ISSN 2195-1934 Series E-ISSN 2195-1942
issn_series 2195-1934
copyrightSpringer International Publishing AG 2017
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发表于 2025-3-22 00:06:10 | 显示全部楼层
Functional Architecture I: The Pinwheels of ,1, of the so-called simple neurons in .1 detect positions and orientations in the visual field, with those detecting the various orientations for . position being grouped together into functional micromodules that can be defined anatomically and are called . or pinwheels. In this sense, .1 implements
发表于 2025-3-22 02:37:11 | 显示全部楼层
Functional Architectures II: Horizontal Connections and Contact Structure, detect orientations at different points which are ., and even approximately .. This coaxial ‘parallel transport’ has been confirmed by psychophysical experiments on what David Field, Anthony Hayes,, and Robert Hess called the .. To a first approximation, coaxial parallel transport implements what i
发表于 2025-3-22 07:30:28 | 显示全部楼层
Transition to Volume II,e elements of the sub-Riemannian geometry of the . model using the tools of control theory: geodesics, unit sphere, wave front, caustic, cut locus, conjugate points, and so on. (ii) The more natural model ., constructed on .(2) itself (which is the . bundle associated with .). .(2) is no longer nilp
发表于 2025-3-22 10:47:05 | 显示全部楼层
978-3-319-88063-1Springer International Publishing AG 2017
发表于 2025-3-22 13:41:47 | 显示全部楼层
Elements of Neurogeometry978-3-319-65591-8Series ISSN 2195-1934 Series E-ISSN 2195-1942
发表于 2025-3-22 20:04:47 | 显示全部楼层
发表于 2025-3-22 22:41:08 | 显示全部楼层
Jean PetitotIllustrates the fascinating interactions between mathematics and neuroscience.Describes geometrical models of the functional architecture of the visual cortex.Presents a variety of examples.Includes s
发表于 2025-3-23 01:34:41 | 显示全部楼层
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